Schedule
A = Asynchronous, S = Synchronous (Mondays and Thursdays 1:00 pm, Zoom link)
| Date | A/S | Topic | Resources | Deadlines |
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| 1/11 | S | course overview |
Lecture recording
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| 1/14 | A | probabilistic programming |
Lecture recording
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| 1/18 | A | probabilistic programming |
Lecture recording
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| 1/21 | A | inference overview & interpreter-style approximate inference |
Lecture recording
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| 1/25 | A | compiler-style approximate inference |
Lecture recording
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| 1/28 | A | compiler-style approximate inference |
Lecture recording
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| 2/1 | A | formal semantics |
Lecture notes
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assignment due 2/3 |
| 2/4 | A | formal semantics |
Lecture notes
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paper choice due 2/5 |
| 2/8 | A | causal inference |
Lecture recording
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| 2/11 | ||||
| 2/15 | Reading Week | |||
| 2/18 | Reading Week | |||
| 2/22 | project proposal due 2/23 | |||
| 2/25 | S | discussion led by Ashish Gaurav |
discussion
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| 3/1 | S | discussion led by Xinda Li |
discussion
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| 3/4 | ||||
| 3/8 | S | discussion led by Chelsea Komlo |
discussion
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| 3/11 | S | discussion led by Blake VanBerlo |
discussion
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| 3/15 | Additional scheduled pause | |||
| 3/18 | ||||
| 3/22 | S | discussion led by Marvin Pafla |
discussion
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| 3/25 | S | discussion led by Riley Holterhus |
discussion
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| 3/29 | S | discussion led by Yiwen Dong |
discussion
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| 4/1 | S | discussion led by Shenghao Yang |
discussion
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| 4/5 | S | discussion led by Vasisht Duddu |
discussion
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| 4/8 | ||||
| 4/12 | S | project presentations | ||